Literature DB >> 35637368

Individual variability in brain representations of pain.

Lada Kohoutová1,2,3, Lauren Y Atlas4,5,6, Christian Büchel7, Jason T Buhle8, Stephan Geuter9,10, Marieke Jepma11, Leonie Koban12, Anjali Krishnan13, Dong Hee Lee1,2,3, Sungwoo Lee1,2,3, Mathieu Roy14, Scott M Schafer15, Liane Schmidt12, Tor D Wager16, Choong-Wan Woo17,18,19.   

Abstract

Characterizing cerebral contributions to individual variability in pain processing is crucial for personalized pain medicine, but has yet to be done. In the present study, we address this problem by identifying brain regions with high versus low interindividual variability in their relationship with pain. We trained idiographic pain-predictive models with 13 single-trial functional MRI datasets (n = 404, discovery set) and quantified voxel-level importance for individualized pain prediction. With 21 regions identified as important pain predictors, we examined the interindividual variability of local pain-predictive weights in these regions. Higher-order transmodal regions, such as ventromedial and ventrolateral prefrontal cortices, showed larger individual variability, whereas unimodal regions, such as somatomotor cortices, showed more stable pain representations across individuals. We replicated this result in an independent dataset (n = 124). Overall, our study identifies cerebral sources of individual differences in pain processing, providing potential targets for personalized assessment and treatment of pain.
© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2022        PMID: 35637368      PMCID: PMC9435464          DOI: 10.1038/s41593-022-01081-x

Source DB:  PubMed          Journal:  Nat Neurosci        ISSN: 1097-6256            Impact factor:   28.771


  60 in total

1.  Pain sensitivity alterations as a function of lesion location in the parasylvian cortex.

Authors:  Joel D Greenspan; Roland R Lee; Fred A Lenz
Journal:  Pain       Date:  1999-06       Impact factor: 6.961

Review 2.  The cerebral signature for pain perception and its modulation.

Authors:  Irene Tracey; Patrick W Mantyh
Journal:  Neuron       Date:  2007-08-02       Impact factor: 17.173

Review 3.  Deconstructing sex differences in pain sensitivity.

Authors:  Javeria A Hashmi; Karen D Davis
Journal:  Pain       Date:  2013-07-26       Impact factor: 6.961

4.  Transforming Pain With Prosocial Meaning: A Functional Magnetic Resonance Imaging Study.

Authors:  Marina López-Solà; Leonie Koban; Tor D Wager
Journal:  Psychosom Med       Date:  2018 Nov/Dec       Impact factor: 4.312

Review 5.  Human brain mechanisms of pain perception and regulation in health and disease.

Authors:  A Vania Apkarian; M Catherine Bushnell; Rolf-Detlef Treede; Jon-Kar Zubieta
Journal:  Eur J Pain       Date:  2005-01-21       Impact factor: 3.931

6.  Induction of depressed mood disrupts emotion regulation neurocircuitry and enhances pain unpleasantness.

Authors:  Chantal Berna; Siri Leknes; Emily A Holmes; Robert R Edwards; Guy M Goodwin; Irene Tracey
Journal:  Biol Psychiatry       Date:  2010-03-29       Impact factor: 13.382

Review 7.  The dynamic pain connectome.

Authors:  Aaron Kucyi; Karen D Davis
Journal:  Trends Neurosci       Date:  2014-12-22       Impact factor: 13.837

8.  Distraction modulates connectivity of the cingulo-frontal cortex and the midbrain during pain--an fMRI analysis.

Authors:  Michael Valet; Till Sprenger; Henning Boecker; Frode Willoch; Ernst Rummeny; Bastian Conrad; Peter Erhard; Thomas R Tolle
Journal:  Pain       Date:  2004-06       Impact factor: 6.961

Review 9.  Convergent neural representations of experimentally-induced acute pain in healthy volunteers: A large-scale fMRI meta-analysis.

Authors:  Anna Xu; Bart Larsen; Erica B Baller; J Cobb Scott; Vaishnavi Sharma; Azeez Adebimpe; Allan I Basbaum; Robert H Dworkin; Robert R Edwards; Clifford J Woolf; Simon B Eickhoff; Claudia R Eickhoff; Theodore D Satterthwaite
Journal:  Neurosci Biobehav Rev       Date:  2020-01-15       Impact factor: 8.989

10.  Quantitative somatic sensory testing and functional imaging of the response to painful stimuli before and after cingulotomy for obsessive-compulsive disorder (OCD).

Authors:  Joel D Greenspan; Robert C Coghill; Ian Gilron; Eleni Sarlani; Dieuwke S Veldhuijzen; Frederick A Lenz
Journal:  Eur J Pain       Date:  2008-03-06       Impact factor: 3.931

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